| A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging K Hammouda, F Khalifa, A Soliman, M Ghazal, M Abou El-Ghar, ... Computerized Medical Imaging and Graphics 90, 101911, 2021 | 50 | 2021 |
| A new framework for performing cardiac strain analysis from cine MRI imaging in mice K Hammouda, F Khalifa, H Abdeltawab, A Elnakib, GA Giridharan, M Zhu, ... Scientific reports 10 (1), 7725, 2020 | 44 | 2020 |
| A 3D CNN with a learnable adaptive shape prior for accurate segmentation of bladder wall using MR images K Hammouda, F Khalifa, A Soliman, H Abdeltawab, M Ghazal, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 935-938, 2020 | 39 | 2020 |
| A deep learning-based approach for accurate segmentation of bladder wall using MR images K Hammouda, F Khalifa, A Soliman, M Ghazal, M Abou El-Ghar, ... 2019 IEEE International Conference on Imaging Systems and Techniques (IST), 1-6, 2019 | 35 | 2019 |
| A deep learning pipeline for grade groups classification using digitized prostate biopsy specimens K Hammouda, F Khalifa, M El-Melegy, M Ghazal, HE Darwish, ... Sensors 21 (20), 6708, 2021 | 30 | 2021 |
| A CNN-based framework for bladder wall segmentation using MRI K Hammouda, F Khalifa, A Soliman, M Ghazal, M Abou El-Ghar, ... 2019 Fifth International Conference on Advances in Biomedical Engineering …, 2019 | 27 | 2019 |
| A CAD system for accurate diagnosis of bladder cancer staging using a multiparametric MRI K Hammouda, F Khalifa, A Soliman, M Ghazal, M Abou El-Ghar, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1718-1721, 2021 | 19 | 2021 |
| Artificial intelligence based framework to quantify the cardiomyocyte structural integrity in heart slices H Abdeltawab, F Khalifa, K Hammouda, JM Miller, MM Meki, Q Ou, ... Cardiovascular engineering and technology 13 (1), 170-180, 2022 | 17 | 2022 |
| Multi-stage classification-based deep learning for gleason system grading using histopathological images K Hammouda, F Khalifa, NS Alghamdi, H Darwish, A El-Baz Cancers 14 (23), 5897, 2022 | 15 | 2022 |
| MRI markers for early assessment of bladder cancer: A review K Hammouda, F Khalifa, M Ghazal, M Elmogy, HE Darwish, ... 2018 IEEE International Symposium on Signal Processing and Information …, 2018 | 7 | 2018 |
| 2019 IEEE International Conference on Imaging Systems and Techniques (IST) K Hammouda, F Khalifa, A Soliman, M Ghazal, M Abou El-Ghar, ... IEEE Proceedings, 2019 | 6 | 2019 |
| A fragile watermarking authentication schema based on Chaotic maps and fuzzy cmeans clustering technique K Hamouda, M Elmogy, BS El-Desouky 2014 9th International Conference on Computer Engineering & Systems (ICCES …, 2014 | 5 | 2014 |
| Computational pathology to predict docetaxel benefit for high-risk localized prostate cancer in NRG/RTOG 0521 (NCT00288080). SR Medina, N Tokuyama, K Hammouda, T Pathak, T Mirtti, P Fu, S Gupta, ... Journal of Clinical Oncology 43 (16_suppl), 1557-1557, 2025 | 1 | 2025 |
| Computational pathology to predict docetaxel benefit in patients with metastatic hormone-sensitive prostate cancer from the CHAARTED trial (ECOG-ACRIN E3805). SR Medina, N Tokuyama, K Hammouda, T Pathak, T Mirtti, P Fu, S Gupta, ... Journal of Clinical Oncology 43 (16_suppl), 1560-1560, 2025 | 1 | 2025 |
| 546 AI-informed features of the spatial architecture of tumor-infiltrating lymphocytes predict the benefit of immune checkpoint inhibitors in urothelial cancer K Hammouda, N Tokuyama, G Corredor, T Pathak, O Mian, PG Pavicic, ... Journal for ImmunoTherapy of Cancer 12 (Suppl 2), 2024 | 1 | 2024 |
| Predicting Biochemical Recurrence in Prostate Cancer Patients Post-Radical Prostatectomy: A Computational Pathology Approach Using Glandular and Immune Architecture Features S Medina, K Hammouda, T Pathak, S Gupta, T Mirtti, P Lal, A Madabhushi LABORATORY INVESTIGATION 104 (3), S1013-S1014, 2024 | 1 | 2024 |
| Watermarking techniques for image authentication K Hammouda | 1 | 2018 |
| A Fragile Watermarking Chaotic Authentication Scheme Based on Fuzzy C-Means for Image Tamper Detection K Hamouda, MM Elmogy, BS El-Desouky Handbook of Research on Machine Learning Innovations and Trends, 856-878, 2017 | 1 | 2017 |
| A hybrid chaos and fuzzy C-means clustering technique for watermarking authentication K Hamouda, M Elmogy, BS El-Desouky International Conference on Advanced Machine Learning Technologies and …, 2014 | 1 | 2014 |
| A Computational Pathology Model to Predict Docetaxel Benefit in Localized High-Risk and Metastatic Prostate Cancer S Medina, N Tokuyama, K Hammouda, T Pathak, T Mirtti, P Fu, S Gupta, ... Clinical Cancer Research, OF1-OF9, 2025 | | 2025 |
Ayman El-BazProf. and Chair of Bioengineering Department, Distinguished University Scholar, FVerified email at louisville.edu
